Real ChatGPT answer · index seedT4wKNNkEFtwcompleteHealth and wellness · nutrition and dietscommercial
Which sugar substitutes work best in commercial baking recipes for gluten free cookies so my employees do not notice the taste difference?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which sugar substitutes work best in commercial baking recipes for gluten free cookies so my employees do not notice the taste difference?
3 real searches · 1 real-search pass
commercial cookie baking allulose sugar replacement texture browning spread research gluten free cookiesGoogle ↗
OBSERVED
erythritol stevia monk fruit baking cookies sensory cooling aftertaste bulk sugar replacement technical bakingGoogle ↗
OBSERVED
allulose baking cookies FDA labeling calories commercial food formulationGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
commercial cookie baking allulose sugar replacement texture browning spread research gluten free cookies Google ↗
erythritol stevia monk fruit baking cookies sensory cooling aftertaste bulk sugar replacement technical baking Google ↗
allulose baking cookies FDA labeling calories commercial food formulation Google ↗
- Investigation of oligosaccharides and allulose as sucrose replacers in low-moisture wire-cut cookies · pubmed.ncbi.nlm.nih.gov
- Investigation of oligosaccharides and allulose as sucrose replacers in low-moisture wire-cut cookies · sciencedirect.com
- Sugars That Are Metabolized Differently Than Traditional Sugars · fda.gov
- Assessing Functionality of Alternative Sweeteners in Rolled “Sugar” Cookies · mdpi.com
- Sensory Characterization of Cookies With Sugar Replacement by Sweeteners Using the Check‐All‐That‐Apply (CATA) Method · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial cookie baking allulose sugar replacement texture browning spread research gluten free cookies OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
erythritol stevia monk fruit baking cookies sensory cooling aftertaste bulk sugar replacement technical baking OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
allulose baking cookies FDA labeling calories commercial food formulation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |